{"id":"W1544582776","doi":"10.1111/ajt.12094","title":"Screening of Donor and Recipient in Solid Organ Transplantation","year":2013,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Society of Transplantation","keywords":"Medicine; Solid organ; Transplantation; Organ transplantation; Intensive care medicine; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002053257,0.0002371979,0.0005090281,0.0006726124,0.0014228,0.00103741,0.0004336377,0.001022838,0.009197765],"category_scores_gemma":[0.003989541,0.0001298995,0.0002204916,0.0004055939,0.0004613911,0.0007845493,0.0008145545,0.001317661,0.001218074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995131,"about_ca_system_score_gemma":0.001413382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286594,"about_ca_topic_score_gemma":0.001863026,"domain_scores_codex":[0.9982902,0.0009179658,0.0001416577,0.00007864318,0.0003588774,0.0002125504],"domain_scores_gemma":[0.9991289,0.000285917,0.0001413943,0.00004485064,0.00008838782,0.0003106386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009922769,0.001441539,0.7562144,0.0004664431,0.00005426576,0.01567686,0.001230314,0.0004110139,0.002064551,0.006930934,0.0210326,0.1934848],"study_design_scores_gemma":[0.0001539759,0.004811344,0.6540278,0.006084777,0.0002327245,0.1654626,0.01102273,0.003022744,0.004912858,0.03134508,0.1187155,0.000207842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.730487,0.06420805,0.01544907,0.0358728,0.004406402,0.0009575851,0.0006367116,0.0001718262,0.1478107],"genre_scores_gemma":[0.9637535,0.01760383,0.004770914,0.004511218,0.00279293,0.0001862728,0.0002888244,0.00002771605,0.006064869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009197765,"threshold_uncertainty_score":0.03076959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603354109935264,"score_gpt":0.3029960639604393,"score_spread":0.2869625228610866,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}